智能网络安全检测与响应平台

Song Zhuo, Y. Hong, T. Palaoag
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引用次数: 0

摘要

进一步解决菲律宾大学产业数字化转型所面临的网络安全挑战。本文设计并提出了一种网络安全检测与响应平台(CSDRP),可以解决传统的网络安全问题,提高高校网络安全管理能力,为高校网络状态实时监控和网络安全响应提供一种方法。随着疫情的爆发,菲律宾的许多大学都推出了在线课程和在线服务。这些网络课程和网络服务不断激增,随之而来的是一系列网络安全风险和隐患。CSDRP通过流量探测提取日志,平台对众多安全日志进行关联分析,结合相关模型和机器学习算法,生成响应日志,并与策略联动,最终将相关威胁可视化呈现。本研究将该平台部署到实际的网络环境中。实验结果表明,该方法能够提供准确的威胁预警,对网络威胁具有良好的实时检测和可视化能力,能够实时收集不同数据源的日志。安全设备的联动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AN INTELLIGENT CYBER SECURITY DETECTION AND RESPONSE PLATFORM
To further solve the cyber security challenges faced by the digital transformation of the Philippines university industry. This paper designed and proposed a cyber security detection and response platform (CSDRP), which can deal with traditional network security problems, improve the network security management capabilities of universities, and provide a method for real-time monitoring of network status and network security response in universities. With the outbreak of the epidemic, many universities in the Philippines have launched online courses and online services. These online courses and online services continue to proliferate, and with them come a host of cyber security risks and hidden dangers. CSDRP extracts logs through the traffic probes, and the platform performs correlation analysis on many security logs, combines relevant models and machine learning algorithms and generates response logs, which can be responded to and linked with policies, and finally presents relevant threats visually. This study deploys the platform in the actual network environment. The experimental results show that it provides accurate threat warnings, as well as good real-time detection and visualization of cyber threats, and can collect logs from different data sources in real time. linkage of safety equipment.
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